Hidetaka Kamigaito

Beyond Sampling: Self-Sorting for Long-Context Ranking EACL 2026 ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026 Progressive Visual Refinement for Multi-modal Summarization EACL 2026 HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences ACL 2026 Revisiting Non-Verbatim Memorization in Large Language Models: The Role of Entity Surface Forms ACL 2026 Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models EACL 2026 Diagnosing Vision Language Models’ Perception by Leveraging Human Methods for Color Vision Deficiencies EACL 2026 TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency ACL 2026 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding AACL 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation AACL 2025 Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation ACL 2025 CoAM: Corpus of All-Type Multiword Expressions ACL 2025 Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025 Translating Movie Subtitles by Large Language Models using Movie-meta Information ACL 2025 AdParaphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset ACL 2025 Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models NAACL 2025 HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities COLING 2025 IRR: Image Review Ranking Framework for Evaluating Vision-Language Models COLING 2025 Considering Length Diversity in Retrieval-Augmented Summarization NAACL 2025 AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts NAACL 2025 Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions NAACL 2025 How to Make the Most of LLMs’ Grammatical Knowledge for Acceptability Judgments NAACL 2025 Tonguescape: Exploring Language Models Understanding of Vowel Articulation NAACL 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation IJCNLP 2025 Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding IJCNLP 2025 Knowledge Editing Induces Underconfidence in Language Models EMNLP 2025 Length Representations in Large Language Models EMNLP 2025 Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala EMNLP 2025 InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024 Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024 Centroid-Based Efficient Minimum Bayes Risk Decoding ACL 2024 mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans ACL 2024 Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding ACL 2024 Multi-label Learning with Random Circular Vectors ACL 2024 Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation COLING 2024 Monolingual Paraphrase Detection Corpus for Low Resource Pashto Language at Sentence Level COLING 2024 Can we obtain significant success in RST discourse parsing by using Large Language Models? EACL 2024 Generating Diverse Translation with Perturbed kNN-MT EACL 2024 Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024 Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024 Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters EMNLP 2024 Simul-MuST-C: Simultaneous Multilingual Speech Translation Corpus Using Large Language Model EMNLP 2024 Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair EMNLP 2024 mbrs: A Library for Minimum Bayes Risk Decoding EMNLP 2024 Cross-lingual Contextualized Phrase Retrieval EMNLP 2024 Video Discourse Parsing and Its Application to Multimodal Summarization: A Dataset and Baseline Approaches EMNLP 2024 Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates EMNLP 2024 Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? NAACL 2024 Abstractive Document Summarization with Summary-length Prediction EACL 2023 Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models ACL 2023 Model-based Subsampling for Knowledge Graph Completion AACL 2023 Bidirectional Transformer Reranker for Grammatical Error Correction ACL 2023 Model-based Subsampling for Knowledge Graph Completion IJCNLP 2023 Hierarchical Label Generation for Text Classification EACL 2023 Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning EACL 2023 Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022 Generating Repetitions with Appropriate Repeated Words NAACL 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing EMNLP 2022 Aspect-based Analysis of Advertising Appeals for Search Engine Advertising NAACL 2022 Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification ACL 2021 Towards Table-to-Text Generation with Numerical Reasoning ACL 2021 Towards Table-to-Text Generation with Numerical Reasoning IJCNLP 2021 Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding IJCNLP 2021 Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification IJCNLP 2021 Improving Neural RST Parsing Model with Silver Agreement Subtrees NAACL 2021 An Empirical Study of Generating Texts for Search Engine Advertising NAACL 2021 A New Surprise Measure for Extracting Interesting Relationships between Persons EACL 2021 One-class Text Classification with Multi-modal Deep Support Vector Data Description EACL 2021 Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers EACL 2021 Generating Weather Comments from Meteorological Simulations EACL 2021 A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 2021 Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer EMNLP 2021 Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021 A Simple and Effective Usage of Word Clusters for CBOW Model AACL 2020 Syntactically Look-Ahead Attention Network for Sentence Compression AAAI 2020 Hierarchical Trivia Fact Extraction from Wikipedia Articles COLING 2020 Neural text normalization leveraging similarities of strings and sounds COLING 2020 Pointing to Subwords for Generating Function Names in Source Code COLING 2020 SODA: Story Oriented Dense Video Captioning Evaluation Framework ECCV 2020 Top-Down RST Parsing Utilizing Granularity Levels in Documents AAAI 2020 Context-aware Neural Machine Translation with Coreference Information EMNLP 2019 Split or Merge: Which is Better for Unsupervised RST Parsing? IJCNLP 2019 Split or Merge: Which is Better for Unsupervised RST Parsing? EMNLP 2019 A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models CONLL 2019 Higher-Order Syntactic Attention Network for Longer Sentence Compression NAACL 2018 An Empirical Study of Building a Strong Baseline for Constituency Parsing ACL 2018 Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries EMNLP 2018 Supervised Attention for Sequence-to-Sequence Constituency Parsing IJCNLP 2017 Unsupervised Word Alignment by Agreement Under ITG Constraint EMNLP 2016 Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model EMNLP 2015 Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM EMNLP 2014